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Research on Packet Control Strategy of Constant-Frequency Air-Conditioning Demand Response Based on Improved Particle Swarm Optimization Algorithm

Author

Listed:
  • Qian Liu

    (School of Electrical & Automation Engineering, Nanjing Normal University, Nanjing 210023, China)

  • Guangnu Fu

    (State Grid Zhejiang Longgang Electric Power Supply Corporation, Longgang 325802, China)

  • Gang Ma

    (School of Electrical & Automation Engineering, Nanjing Normal University, Nanjing 210023, China)

  • Jun He

    (College of Electrical Engineering of Shanghai University of Electric Power, Yangpu District, Shanghai 200090, China)

  • Weikang Li

    (School of Electrical & Automation Engineering, Nanjing Normal University, Nanjing 210023, China)

Abstract

To better utilize air-conditioning load in terms of demand side response potential and improve precision and speed, a control strategy of traditional temperature-control air conditioning, determining frequency load as the research object, and air conditioning determined with a frequency theory model and the Monte Carlo method, were used to construct a power aggregation model. This was combined with user feedback to study thermal comfort as a lateral load demand response resource to determine the potential demand response of power systems. Based on the state-queuing model, an air-conditioning load grouping control strategy using an improved particle swarm optimization algorithm is proposed which can accurately control the air-conditioning load following the reference load.

Suggested Citation

  • Qian Liu & Guangnu Fu & Gang Ma & Jun He & Weikang Li, 2022. "Research on Packet Control Strategy of Constant-Frequency Air-Conditioning Demand Response Based on Improved Particle Swarm Optimization Algorithm," Energies, MDPI, vol. 15(23), pages 1-12, November.
    • Handle: RePEc:gam:jeners:v:15:y:2022:i:23:p:8985-:d:986451
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    References listed on IDEAS

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    1. Joanna Ferdyn-Grygierek & Krzysztof Grygierek & Anna Gumińska & Piotr Krawiec & Adrianna Oćwieja & Robert Poloczek & Julia Szkarłat & Aleksandra Zawartka & Daria Zobczyńska & Daria Żukowska-Tejsen, 2021. "Passive Cooling Solutions to Improve Thermal Comfort in Polish Dwellings," Energies, MDPI, vol. 14(12), pages 1-15, June.
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